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GitHub / boblef / twitter_sentiment

A Flask application of Twitter sentiment analysis by using FinBERT, which is a pre-trained NLP model trained on the financial corpus.

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/boblef%2Ftwitter_sentiment

Stars: 3
Forks: 0
Open Issues: 12

License: None
Language: Python
Repo Size: 249 KB
Dependencies: 206

Created: almost 4 years ago
Updated: almost 2 years ago
Last pushed: over 1 year ago
Last synced: about 1 year ago

Files

Readme

Dependencies

requirements.txt pypi

Flask ==1.1.2
Jinja2 ==2.11.2
Keras-Preprocessing ==1.1.2
Markdown ==3.2.2
MarkupSafe ==1.1.1
PySocks ==1.7.1
Pygments ==2.6.1
QtPy ==1.9.0
Send2Trash ==1.5.0
Werkzeug ==1.0.1
absl-py ==0.9.0
appnope ==0.1.0
astunparse ==1.6.3
attrs ==19.3.0
autopep8 ==1.5.3
backcall ==0.2.0
bleach ==3.1.5
blis ==0.2.4
boto3 ==1.14.20
botocore ==1.17.20
cachetools ==4.1.0
certifi ==2020.6.20
chardet ==3.0.4
click ==7.1.2
cycler ==0.10.0
cymem ==2.0.3
decorator ==4.4.2
defusedxml ==0.6.0
docutils ==0.15.2
entrypoints ==0.3
findspark ==1.4.2
flake8 ==3.8.3
google-auth ==1.18.0
google-auth-oauthlib ==0.4.1
google-pasta ==0.2.0
grpcio ==1.30.0
h5py ==2.10.0
idna ==2.10
importlib-metadata ==1.7.0
ipykernel ==5.3.2
ipython-genutils ==0.2.0
ipywidgets ==7.5.1
itsdangerous ==1.1.0
jmespath ==0.10.0
joblib ==0.13.2
jsonschema ==3.2.0
jupyter ==1.0.0
jupyter-console ==6.1.0
jupyter-core ==4.6.3
kiwisolver ==1.2.0
matplotlib ==3.2.2
mccabe ==0.6.1
mistune ==0.8.4
mkl-fft ==1.1.0
mkl-random ==1.1.1
mkl-service ==2.3.0
murmurhash ==1.0.2
nbconvert ==5.6.1
nbformat ==5.0.7
notebook ==6.0.3
numpy ==1.19.0
oauthlib ==3.1.0
opt-einsum ==3.2.1
packaging ==20.4
pandas ==1.0.5
pandocfilters ==1.4.2
parso ==0.7.0
pexpect ==4.8.0
pickleshare ==0.7.5
plac ==0.9.6
preshed ==2.0.1
prometheus-client ==0.8.0
prompt-toolkit ==3.0.5
protobuf ==3.12.2
ptyprocess ==0.6.0
pyasn1 ==0.4.8
pyasn1-modules ==0.2.8
pycodestyle ==2.6.0
pyflakes ==2.2.0
pyparsing ==2.4.7
pyrsistent ==0.16.0
python-dateutil ==2.8.1
pytorch-pretrained-bert ==0.6.2
pytz ==2020.1
pyzmq ==19.0.1
requests ==2.24.0
requests-oauthlib ==1.3.0
rsa ==4.6
s3transfer ==0.3.3
scikit-learn ==0.21.2
scipy ==1.4.1
sip ==4.19.23
six ==1.15.0
spacy ==2.1.4
srsly ==1.0.2
tensorboard-plugin-wit ==1.6.0.post3
termcolor ==1.1.0
terminado ==0.8.3
testpath ==0.4.4
textblob ==0.15.3
thinc ==7.0.8
toml ==0.10.1
torch ==1.1.0
tornado ==6.0.4
traitlets ==4.3.3
tweepy ==3.9.0
urllib3 ==1.25.9
wasabi ==0.7.0
webencodings ==0.5.1
widgetsnbextension ==3.5.1
wrapt ==1.12.1
zipp ==3.1.0

environment.yml conda

attrs 19.3.0.*
backcall 0.2.0.*
blas 1.0.*
bleach 3.1.5.*
ca-certificates 2020.6.24.*
certifi 2020.6.20.*
click 7.1.2.*
dbus 1.13.16.*
decorator 4.4.2.*
defusedxml 0.6.0.*
entrypoints 0.3.*
expat 2.2.9.*
gettext 0.19.8.1.*
glib 2.65.0.*
icu 58.2.*
importlib-metadata 1.7.0.*
importlib_metadata 1.7.0.*
intel-openmp 2020.1.*
ipython 7.16.1.*
ipython_genutils 0.2.0.*
ipywidgets 7.5.1.*
jedi 0.17.1.*
jinja2 2.11.2.*
jpeg 9b.*
jsonschema 3.2.0.*
jupyter 1.0.0.*
jupyter_client 6.1.5.*
jupyter_console 6.1.0.*
jupyter_core 4.6.3.*
libcxx 10.0.0.*
libedit 3.1.20191231.*
libffi 3.3.*
libpng 1.6.37.*
libsodium 1.0.18.*
markupsafe 1.1.1.*
mistune 0.8.4.*
mkl 2019.4.*
mkl-service 2.3.0.*
mkl_fft 1.1.0.*
mkl_random 1.1.1.*
nbconvert 5.6.1.*
nbformat 5.0.7.*
ncurses 6.2.*
nltk 3.5.*
notebook 6.0.3.*
numpy 1.16.3.*
numpy-base 1.16.3.*
openssl 1.1.1g.*
packaging 20.4.*
pandoc 2.9.2.1.*
pandocfilters 1.4.2.*
parso 0.7.0.*
pcre 8.44.*
pexpect 4.8.0.*
pickleshare 0.7.5.*
pip 20.1.1.*
prometheus_client 0.8.0.*
prompt-toolkit 3.0.5.*
prompt_toolkit 3.0.5.*
ptyprocess 0.6.0.*
pygments 2.6.1.*
pyparsing 2.4.7.*
pyqt 5.9.2.*
pyrsistent 0.16.0.*
python 3.7.3.*
python-dateutil 2.8.1.*
pytz 2020.1.*
pyzmq 19.0.1.*
qt 5.9.7.*
qtconsole 4.7.5.*
qtpy 1.9.0.*
readline 7.0.*
regex 2020.6.8.*
send2trash 1.5.0.*
setuptools 47.3.1.*
sip 4.19.23.*
six 1.15.0.*
sqlite 3.32.3.*
terminado 0.8.3.*
testpath 0.4.4.*
textblob 0.15.3.*
tk 8.6.10.*
tornado 6.0.4.*
tqdm 4.47.0.*
traitlets 4.3.3.*
wcwidth 0.2.5.*
webencodings 0.5.1.*
wheel 0.34.2.*
widgetsnbextension 3.5.1.*
xz 5.2.5.*
zeromq 4.3.2.*
zipp 3.1.0.*
zlib 1.2.11.*

Dockerfile docker

python 3.7-slim build